What is statistical inference?

Statistical inference is the process whereby you can draw conclusions about a population based on random samples of that population and the statistics that you draw from those samples. When you rely on statistical inference, you take what you've observed about your samples of that population and apply them to the group as a whole. Applying statistical inference allows you to take what you know about the population as well as what's uncertain to make statements about the entire population based on your analysis.

Why is it important to learn about statistical inference?

If you want to learn about a certain population—whether they're customers or fellow employees—you can use statistical inference to draw conclusions about that population based on your analysis of data about them. You can't always survey or test an entire population to gain insight, but you can sample the population and make educated assumptions based on the data. Understanding statistical inference allows you to take that data and use it to draw conclusions that make sense and prove true.

How can I apply statistical inference in my career?

Statistical inference has plenty of benefits for different business sectors. Statisticians and data analysts use this method often to draw conclusions based on samples of populations. If you're in sales or product development, you can use statistical inference to determine which brands or products are popular with your customers or clients. Scientists use statistical inference to test hypotheses and draw conclusions when it's impossible for them to test or sample an entire population. You can apply statistical inference to analyze the data from surveys of any population that you sample.

How can online courses on Coursera help me learn about statistical inference?

Online courses on Coursera give you both a grasp of the concepts of statistical inference and practical applications. You'll learn from the best instructors in the academic world, and you can learn at a pace and schedule that best suits your schedule and lifestyle. When you finish our courses, you'll know how to use statistical inference in your career, which will give you an advantage whether you're trying to get better at your current job or whether you're looking to make a career change.

What are the benefits of taking an online Statistical Inference course?

Online Statistical Inference courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Inference skills. Choose from a wide range of Statistical Inference courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Inference courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Inference, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Inference Courses - Learn Statistical Inference Online

Explore the Statistical Inference Course Catalog

Board Infinity
AI-Driven Attribution Testing
Skills you'll gain: A/B Testing, Artificial Intelligence, Statistical Modeling, Marketing Effectiveness, Ethical Standards And Conduct, Marketing Analytics, Predictive Modeling, Trend Analysis, Data Collection, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
Packt
Complete SAS Guide - Learn SAS and Become a Data Ninja
Skills you'll gain: SAS (Software), Data Import/Export, Predictive Modeling, Data Manipulation, Statistical Analysis, SQL, Feature Engineering, Data Analysis, R Programming, Data Cleansing, Regression Analysis, Software Installation, Statistical Hypothesis Testing, System Configuration
Beginner · Course · 3 - 6 Months
Status: New
Duke University
Data Visualization and Modeling in Python
Skills you'll gain: Matplotlib, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Visualization (Computer Graphics), Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Probability & Statistics, Python Programming
Intermediate · Course · 1 - 4 Weeks
Duke University
Designing Larger Python Programs for Data Science
Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Integration Testing, Computer Programming, Data Manipulation, Data Structures, Data Cleansing, Data Analysis, Software Engineering, Systems Integration
Beginner · Course · 1 - 4 Weeks
Status: Free
Johns Hopkins University
Datenanalyse verwalten
Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Data Analysis, Data Presentation, Statistical Analysis, Data Literacy, Team Management, Data-Driven Decision-Making, Statistical Inference, Data Collection, Communication Strategies
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Washington
머신 러닝: 회귀 모델
Skills you'll gain: Regression Analysis, Supervised Learning, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Feature Engineering, Linear Algebra, NumPy, Algorithms
Mixed · Course · 1 - 3 Months
Status: New
Board Infinity
Introduction to Continuous Improvement Process
Skills you'll gain: Statistical Process Controls, ISO 9000 Series, Product Quality (QA/QC), Quality Management Systems, Quality Management, Quality Improvement, Customer experience improvement, Continuous Improvement Process, Process Improvement, Kaizen Methodology, Customer Insights, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Exploration et production de données pour les entreprises
Skills you'll gain: Statistical Inference, Sampling (Statistics), Descriptive Statistics, Probability Distribution, Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Microsoft Excel, Statistical Visualization, Graphing
Beginner · Course · 1 - 3 Months
Google Cloud
Innovating with Google Cloud Artificial Intelligence - 日本語版
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Data Ethics, Data Quality, Machine Learning, Cloud API, Business Intelligence, Computer Vision, Natural Language Processing, Application Programming Interface (API), Predictive Analytics
Beginner · Course · 1 - 4 Weeks
Status: Free
O.P. Jindal Global University
Development Economics
Skills you'll gain: Economic Development, Economics, Socioeconomics, International Relations, Social Sciences, Policty Analysis, Research, and Development, Human Development, World History, Growth Strategies, Demography
Beginner · Course · 1 - 3 Months
Coursera Project Network
Crie seu primeiro funil de conversão e CRM com Hubspot
Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Sales Process, Sales Pipelines, Customer Relationship Management, Closing (Sales), Sales Strategy, Organizational Skills, Relationship Management
Beginner · Guided Project · Less Than 2 Hours
Status: New
KodeKloud
AWS Certified AI Practitioner
Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Data Ethics, Amazon Web Services, Cloud Security, Artificial Intelligence, Large Language Modeling, Software Development Life Cycle, Prompt Engineering, Machine Learning, Machine Learning Algorithms, Human Centered Design
Beginner · Course · 1 - 3 Months